ATRO: Adversarial Training with a Rejection Option

Masahiro Kato, Zhenghang Cui, Yoshihiro Fukuhara

This paper proposes a classification framework with a rejection option to mitigate the performance deterioration caused by adversarial examples. While recent machine learning algor…